Catarina Belém

According to our database, Catarina Belém authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Calibration Gap between Model and Human Confidence in Large Language Models.

Mark Steyvers, Heliodoro Tejeda Lemus, Aakriti Kumar, Catarina Belém, Sheer Karny, Xinyue Hu, Lukas Mayer, Padhraic Smyth

CoRR, 2024

2023

FairGBM: Gradient Boosting with Fairness Constraints.

André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Weakly Supervised Multi-task Learning for Concept-based Explainability.

Catarina Belém, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro

CoRR, 2021

Promoting Fairness through Hyperparameter Optimization.

André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro

Proceedings of the IEEE International Conference on Data Mining, 2021

How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.

Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento, Pedro Saleiro, Pedro Bizarro, João Gama

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Teaching the Machine to Explain Itself using Domain Knowledge.

Vladimir Balayan, Pedro Saleiro, Catarina Belém, Ludwig Krippahl, Pedro Bizarro

CoRR, 2020

A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization.

André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro

CoRR, 2020